Top Talent like Ayan are on Pangea
Pangea, a YC company, connects companies with fractional talent. Fractional hiring allows companies to move faster and work with more specilaized talent, while giving talent more flexibilty and independence. If you are talent open to fractional work, apply here. If you’re a company looking for high-quality fractional talent, learn more here.Ayan Chowdhury
Git
Amazon Web Services
Mathematics
Object Oriented Design
Database Design
Linux
SQL
Machine Learning
Tensorflow
Data Science
Software Development
Java
Python
Curious and driven data enthusiast passionate about human-centered computing.
Masters in Computer Science @ CU Boulder | Northeastern CS '23 |
1+ Years Work Experience @ Amazon + Berkshire Hathaway Speciality Insurance in Data Engineering and Business Intelligence
Projects
NFL Betting Model
- Increased profits by 5-10% by implementing machine-learning models in Python to simulate bets on NFL football games. Devised naïve classification models and neural networks to compare insights from differing software. - Accomplished maximum testing data accuracy through aggregating and cleaning datasets. Adopted feature engineering techniques such as one-hot encoding and RFE feature selection to train and test classification algorithms. - Discussed findings to peers at Northeastern Data Club’s final capstone symposium. See MoreSong Lyrics to Song Title Generation
- Built RNN w/LSTM using Tensorflow to generate song titles based on their respective lyrics. - Leveraged Gensim Word2Vec algorithm to quantify lyrics and Bidirectional LSTM to further capture context in text. - Currently developing front-end w/React + Typescript to collect user data to dynamically improve model and gamify experience. See MoreWork History
N
Teaching Assistant for CS1800
Northeastern UniversitySep 2020 - Dec 2020 • 4 mosAssisted faculty with grading and reviewing course material to improve class content delivery. Held 7-10 office hours per week for individual academic support, provided daily aid to students on Piazza online forum.A
Data Engineering Co-op
Amazon RoboticsJul 2022 - Dec 2022 • 6 mos- Generated automated solution for customer SQL query uploads with Lambda and DAG development in Python. - Powered backend data source for Alternate Components application. Optimized from Excel sheets to cleaned Pandas DataFrame objects and deployments to AWS DynamoDB, based on collaboration with third-party customers. - Pursued data migration from corp-connected databases to Native AWS with team. Gained expertise in AWS S3, RDS, IAM roles, and Lambda/DAG engineering to migrate hundreds of tables with over a million records.B
Business Intelligence Co-op
BerxiJun 2021 - Dec 2021 • 7 mos- Advanced risk selection for dental malpractice through research in Python to determine risk factors among dentists. - Illuminated trends in practitioner features to sharpen customer questionnaires and narrow insuring appetite. - Engineered an outbound sales dashboard with PowerBI to ameliorate manual tracking of statistics for sales calls. - Designed SQL scripts to pull policy and premium data, actualized call-to-policy funnel to allow for future tracking. Developed code in SQL to generate monthly reports for email marketing newsletters to quantify success in attracting new business.Education
Northeastern University
Bachelor's Degree, B.S in Computer ScienceSep 2019 - May 2023University of Colorado Boulder
Masters, Computer ScienceJun 2023 - PresentHow Pangea Works
Effortlessly discover top talent
We’ve distilled the candidate search from endless hours down to just a few minutes. Using Pangea’s AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company’s niche and your needs to find the perfect match faster than any traditional hiring platform.Start working with talent today
The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea’s fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team’s capabliities flexible.Track work and invoices in one place
Assign tasks, track progress, and complete invoices all on Pangea. We’ve combined every part of the hiring process into one platform to eliminate the miscommunication that’s unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!Talk with a Talent Expert
Members of our team are available to help you speed through the hiring process.
Available NowBook a Call
Curious and driven data enthusiast passionate about human-centered computing.
Masters in Computer Science @ CU Boulder | Northeastern CS '23 |
1+ Years Work Experience @ Amazon + Berkshire Hathaway Speciality Insurance in Data Engineering and Business Intelligence
Talk with a Talent Expert
Members of our team are available to help you speed through the hiring process.Available NowBook a Call
Top Talent like Ayan are on Pangea
Pangea, a YC company, connects companies with fractional talent. Fractional hiring allows companies to move faster and work with more specilaized talent, while giving talent more flexibilty and independence. If you are talent open to fractional work, apply here. If you’re a company looking for high-quality fractional talent, learn more here.Ayan Chowdhury
Git
Amazon Web Services
Mathematics
Object Oriented Design
Database Design
Linux
SQL
Machine Learning
Tensorflow
Data Science
Software Development
Java
Python
Projects
NFL Betting Model
- Increased profits by 5-10% by implementing machine-learning models in Python to simulate bets on NFL football games. Devised naïve classification models and neural networks to compare insights from differing software. - Accomplished maximum testing data accuracy through aggregating and cleaning datasets. Adopted feature engineering techniques such as one-hot encoding and RFE feature selection to train and test classification algorithms. - Discussed findings to peers at Northeastern Data Club’s final capstone symposium.Song Lyrics to Song Title Generation
- Built RNN w/LSTM using Tensorflow to generate song titles based on their respective lyrics. - Leveraged Gensim Word2Vec algorithm to quantify lyrics and Bidirectional LSTM to further capture context in text. - Currently developing front-end w/React + Typescript to collect user data to dynamically improve model and gamify experience.Work History
N
Teaching Assistant for CS1800
Northeastern UniversitySep 2020 - Dec 2020 • 4 mosAssisted faculty with grading and reviewing course material to improve class content delivery. Held 7-10 office hours per week for individual academic support, provided daily aid to students on Piazza online forum.A
Data Engineering Co-op
Amazon RoboticsJul 2022 - Dec 2022 • 6 mos- Generated automated solution for customer SQL query uploads with Lambda and DAG development in Python. - Powered backend data source for Alternate Components application. Optimized from Excel sheets to cleaned Pandas DataFrame objects and deployments to AWS DynamoDB, based on collaboration with third-party customers. - Pursued data migration from corp-connected databases to Native AWS with team. Gained expertise in AWS S3, RDS, IAM roles, and Lambda/DAG engineering to migrate hundreds of tables with over a million records.B
Business Intelligence Co-op
BerxiJun 2021 - Dec 2021 • 7 mos- Advanced risk selection for dental malpractice through research in Python to determine risk factors among dentists. - Illuminated trends in practitioner features to sharpen customer questionnaires and narrow insuring appetite. - Engineered an outbound sales dashboard with PowerBI to ameliorate manual tracking of statistics for sales calls. - Designed SQL scripts to pull policy and premium data, actualized call-to-policy funnel to allow for future tracking. Developed code in SQL to generate monthly reports for email marketing newsletters to quantify success in attracting new business.Education
Northeastern University
Bachelor's Degree, B.S in Computer ScienceSep 2019 - May 2023University of Colorado Boulder
Masters, Computer ScienceJun 2023 - PresentHow Pangea Works
Effortlessly discover top talent
We’ve distilled the candidate search from endless hours down to just a few minutes. Using Pangea’s AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company’s niche and your needs to find the perfect match faster than any traditional hiring platform.Start working with talent today
The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea’s fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team’s capabliities flexible.Track work and invoices in one place
Assign tasks, track progress, and complete invoices all on Pangea. We’ve combined every part of the hiring process into one platform to eliminate the miscommunication that’s unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!Talk with a Talent Expert
Members of our team are available to help you speed through the hiring process.Available NowBook a Call
Pangea empowers fractional work across the world for marketing and design roles.